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added deal info to report
Browse files
__pycache__/utils_output.cpython-311.pyc
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__pycache__/utils_prep.cpython-311.pyc
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reports/HSBC Opportunity Review Report.md
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**Analysis Results**
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**Summary:** The opportunity with HSBC involves providing a new analytics engine for their loan origination system, aimed at improving speed and flexibility. The urgency is driven by an upcoming renewal with their current vendor. Multiple meetings have been held, leading to a proposal review. A follow-up with the VP of IT is planned to discuss next steps, possibly moving towards a pilot or negotiations.
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**Score:** 78
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**Identify Pain:** 90 - HSBC's need for a faster, more flexible system is well understood, with urgency added by the upcoming vendor renewal, showing a strong identification of pain points.
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**Champion:** 70 - John Smith appears to be a potential champion, engaging in most meetings, but more explicit support or advocacy from him would strengthen this position.
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**Next Steps**
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Prepare for the meeting with John Smith by developing a detailed pilot proposal that aligns with HSBC's decision criteria and showcases the value of the analytics engine. Aim to secure a commitment to move forward with a pilot program.
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1. Highlight the ROI and performance improvements expected from the new analytics engine, emphasizing how it addresses HSBC's pain points for speed and flexibility in the loan origination process
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2. Discuss the customization and integration options explored so far, and seek clarity on any additional decision-making factors or criteria that need to be addressed to align with HSBC's expectations
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3. Reinforce the urgency of transitioning to a more advanced solution by outlining the potential risks and downsides of continuing with the current vendor, especially in light of the upcoming renewal
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**Analysis Results**
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**Opportunity ID:** XFR0001
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**Opportunity Name:** Lending - Loan Origination System
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**Opportunity Stage:** Proposal
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**Opportunity Description:** Developing analytic capabilities for the loan origination system
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**Opportunity Value:** $250,000
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**Opportunity Close Date:** 11/30/2024
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**Customer Contact:** John Smith
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**Customer Contact Role:** VP, Information Technology
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**Summary:** The opportunity with HSBC involves providing a new analytics engine for their loan origination system, aimed at improving speed and flexibility. The urgency is driven by an upcoming renewal with their current vendor. Multiple meetings have been held, leading to a proposal review. A follow-up with the VP of IT is planned to discuss next steps, possibly moving towards a pilot or negotiations.
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**Score:** 78
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**Identify Pain:** 90 - HSBC's need for a faster, more flexible system is well understood, with urgency added by the upcoming vendor renewal, showing a strong identification of pain points.
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**Champion:** 70 - John Smith appears to be a potential champion, engaging in most meetings, but more explicit support or advocacy from him would strengthen this position.
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**Next Steps**
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Prepare for the meeting with John Smith by developing a detailed pilot proposal that aligns with HSBC's decision criteria and showcases the value of the analytics engine. Aim to secure a commitment to move forward with a pilot program.
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1. Highlight the ROI and performance improvements expected from the new analytics engine, emphasizing how it addresses HSBC's pain points for speed and flexibility in the loan origination process
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2. Discuss the customization and integration options explored so far, and seek clarity on any additional decision-making factors or criteria that need to be addressed to align with HSBC's expectations
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3. Reinforce the urgency of transitioning to a more advanced solution by outlining the potential risks and downsides of continuing with the current vendor, especially in light of the upcoming renewal
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**Opportunity History:**
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**Meeting 1:** Initial Discovery Call
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- Date: August 15, 2024
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- Attendees:
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- HSBC: John Smith (VP, IT), Sarah Johnson (Head of Lending)
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- Our Company: Michael Brown (Account Executive), Emily Davis (Solutions Architect)
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- Duration: 60 minutes
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- Key Points Discussed:
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- HSBC's current challenges with their loan origination system
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- High-level overview of our analytics capabilities
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- Initial discussion on potential integration points
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- Outcome: HSBC expressed interest in a follow-up meeting for a deeper dive into our solution
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**Meeting 2:** Technical Deep Dive
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- Date: September 3, 2024
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- Attendees:
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- HSBC: John Smith (VP, IT), Mark Wilson (Senior Systems Analyst), Lisa Chen (Data Scientist)
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- Our Company: Emily Davis (Solutions Architect), Alex Rodriguez (Technical Lead)
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- Duration: 90 minutes
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- Key Points Discussed:
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- Detailed walkthrough of our analytics engine architecture
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- Discussion on data migration and integration processes
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- Exploration of customization options to meet HSBC's specific needs
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- Outcome: HSBC requested a proposal outlining potential implementation scenarios
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**Meeting 3:** Proposal Review and Q&A
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- Date: September 25, 2024
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- Attendees:
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- HSBC: John Smith (VP, IT), Sarah Johnson (Head of Lending), David Thompson (CFO)
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- Our Company: Michael Brown (Account Executive), Emily Davis (Solutions Architect), Rachel Kim (Client Success Manager)
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- Duration: 75 minutes
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- Key Points Discussed:
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- Presentation of our proposed solution and implementation plan
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- Discussion on ROI and expected performance improvements
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- Clarification on pricing structure and contract terms
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- Outcome: HSBC team to review internally and schedule a follow-up for any additional questions before moving to the next stage
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utils_output.py
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@@ -113,12 +113,11 @@ async def display_evaluation_results(cl, session_state):
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eval_output = "Miss"
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else:
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eval_output = "N/A"
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output = f""
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"""
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if session_state.do_ragas_evaluation:
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scores = session_state.scores[index]
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relevancy = scores.get('answer_relevancy', 'N/A')
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eval_output = "Miss"
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else:
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eval_output = "N/A"
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output = f"**Question:** {resp.get('question', 'N/A')}\n"
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output = output + f"**Answer:** {resp.get('response', 'N/A')}\n"
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output = output + f"**SalesBuddy Evaluation:** {resp.get('response_evaluation', 'N/A')}\n"
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output = output + f"**Hit/Miss:** {eval_output}\n"
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if session_state.do_ragas_evaluation:
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scores = session_state.scores[index]
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relevancy = scores.get('answer_relevancy', 'N/A')
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utils_prep.py
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agent_3_message = "*Determining next steps ...*"
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await cl.Message(content=agent_3_message).send()
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await asyncio.sleep(1)
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await cl.Message(content=output_message).send()
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markdown_file_path = "reports/HSBC Opportunity Review Report.md"
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if os.path.exists(markdown_file_path):
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await cl.Message(content=read_markdown_file(markdown_file_path)).send()
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agent_3_message = "*Determining next steps ...*"
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await cl.Message(content=agent_3_message).send()
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await asyncio.sleep(1)
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markdown_file_path = "reports/HSBC Opportunity Review Report.md"
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if os.path.exists(markdown_file_path):
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await cl.Message(content=read_markdown_file(markdown_file_path)).send()
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